Startups / Analysis
An AI pilot needs a stop rule
A trial becomes an investment decision only when the team agrees what would justify expansion, further testing, a narrower use, or an orderly stop.
AUTHOR INDEX
Elias van Dijk
Elias van Dijk writes about AI systems and the infrastructure behind them at Byte Watchr. His coverage follows model development, deployment choices and computing constraints, with attention to the evidence behind performance and product claims.
Stories in this collection
AI Security / Analysis
Shadow AI is an information problem before it is a tool problem
Employees adopt useful assistants faster than policies can name them. A workable response starts with the data and the task.
Artificial Intelligence / Analysis
What an AI benchmark leaves out
A leaderboard measures a test under particular conditions. It does not settle which system will work best inside your organization.
Cybersecurity / News analysis
The NCSC's covert-network warning challenged simple assumptions about attack origins
The April advisory is a useful starting point for examining what an observed connection can establish, and what it cannot.